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Face mask detection using OpenCV

Subodh Kumar, Shristi Kiran, Nitin Mishra
2022 International Journal of Health Sciences  
This paper proposes a Face Mask Detection Using OpenCV. This pandemic is causing an overall crisis in medical services.  ...  We will fabricate a continuous framework to distinguish regardless of whether the individual on the webcam is wearing a mask. we will prepare the facial covering finder model utilizing keras and openCv  ...  Introduction The pandemic hugely affected human lives. The Covid-19 outcome in the absence of 10millions and harmed the existences of billions of humans.  ... 
doi:10.53730/ijhs.v6ns2.6331 fatcat:zjcs66wc4ja73hjb4fpvctz2ym

CNN Based COVID-19 Prevention System

Deepalaxmi R Shenvi, Krishnananda Shet
2021 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS)  
In order to effectively prevent the spread of COVID19 virus, almost everyone wears a mask during coronavirus epidemic.  ...  Various COVID-19 prevention measures are undertaken such as wearing mask, sanitization, social distancing and temperature monitoring.  ...  in the era of the COVID-19 pandemic, Elsevier 2020 Development and use of AI systems for COVID-19 and any future pandemics.  ... 
doi:10.1109/icais50930.2021.9396004 fatcat:hkezfwivfng2foakeb65obsuyy

Face Mask Detection using Python

Amol Kawade
2022 International Journal for Research in Applied Science and Engineering Technology  
Abstract: With the rise of pandemic the face mask became one of the most essential part of human life. This project aims to ease the maintenance of the rules and regulations by the authorities.  ...  If the mask is not worn then the person would be highlighted and post the detection, we can raise an alert if used in public places Keywords: Face mask, Python, MobileNetV2, Detection, highlighted.  ...  LITERATURE REVIEW In the background of the COVID-19 pandemic, institutions Behind the scenes of the COVID-19 pandemic, organizations, for example, the institute experience the ill effects of for all intents  ... 
doi:10.22214/ijraset.2022.39926 fatcat:ilm5gpas3fbudkufy45r6ypluy

Covid-19 Mask Detection

2021 International Journal of Advanced Trends in Computer Science and Engineering  
We will use the database to create a COVID-19 face mask detector from a computer view using Python, OpenCV, and Tensor Flow and Cameras.  ...  The face mask detection databasecontains a mask and in addition to the facial images, we will use OpenCV to perform real-time facial detection from live streaming via our webcam.  ...  One of the solutions is to use automatic facial recognition in the region to distinguish between people who wear a mask and those who do not.  ... 
doi:10.30534/ijatcse/2021/1181022021 fatcat:ii5le2dn4fdyrouymukv3lgqdi

Covid Safety System

Hinal Sodagra, Dhruv Umraliya, Ruchi Shah, Shripad Nagpurkar, Prof. Prajakta Pawar
2022 International Journal for Research in Applied Science and Engineering Technology  
This is implemented using Python Programming with OpenCV Library, TensorFlow, Dlib Module.  ...  Abstract: In this paper a Raspberry Pi based automated solution system focused on the real-time face monitoring of people to detect both face masks and body temperature with the help of MLX90614 sensor  ...  Figure 1 : 1 Figure 1: Phases and individual steps for building a COVID-19 face mask detector with computer vision and deep learning using Python, OpenCV, and TensorFlow/Keras.  ... 
doi:10.22214/ijraset.2022.41580 fatcat:pnx3kx6bf5ga7c2njmvoexja2q

A Review on COVID-19 Face Mask Detection using CNN

Kavita R. Singh, Shailesh D. Kamble, Samiksha M. Kalbande, Punit Fulzele
2021 Journal of Pharmaceutical Research International  
Using Keras, Python, Tensorflow and Open CV, and, it will build a COVID-19 face mask detector with computer vision.  ...  The World Health Organization claims (WHO),Corona Viruses the COVID-19 pandemic is causing a nationwide crisis, wearing a mask on a face in public places is an effective protection measure.  ...  VARIOUS TECHNIQUES OF FACIAL MASK DETECTION In 2021, A proposed system to examine the Physical Distance and Mask Wearing on face of building Workers in COVID-19 Pandemic [1] was developed a computer  ... 
doi:10.9734/jpri/2021/v33i35b31896 fatcat:nnj7fhjbufbhlfgd5fsm2hbwz4

Prototype for Integration of Face Mask Detection and Person Identification Model – COVID-19

Anirudh Lodh, Utkarsh Saxena, Ajmal khan, Anand Motwani, L Shakkeera, Vali Y Sharmasth
2020 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA)  
MobileNet_V2 neural networks are used as our classification algorithm and the face recognition module is also used for the person identification model  ...  As people across the globe are combating the widespread COVID-19 pandemic and it becomes very essential to develop new technologies to analyse and fight against the disease spread.  ...  The Compare_faces function from the face recognition library of python was used to do this task. Data Pre-Processing The directory for the dataset needs to be specified.  ... 
doi:10.1109/iceca49313.2020.9297399 fatcat:k2jalnges5hxxmu5a4rlb33cdu

COVID-19 Authorized Entry with Face Mask Detection using Raspberry Pi

Anju Ajay
2021 International Journal for Research in Applied Science and Engineering Technology  
With the use of Python programming, the Open CV library, Keras, and tensor flow, this project presents a way for recognizing persons without wearing a face mask using the facial recognition methodology  ...  There are no effective face mask detection applications in the current COVID-19 scenario, which is in great demand for transportation, densely populated places, residential districts, large-scale manufacturers  ...  Because of the deaths caused by the COVID-19 pandemic, this system is employed as a real-time application that requires face-mask detection for safety purposes.  ... 
doi:10.22214/ijraset.2021.35430 fatcat:tjsr3asn2bhe7oiolrbmscr3oi

MASK DETECTION SYSTEM FOR COVID-19 SCENARIO USING COMPUTER VISION

Dr. Prakash Prasad, Mukul Shende, Mayur Karemore, Lucky Khobragade, Amit Dravyakar, Davesh Bondre
2021 International Journal of Engineering Applied Sciences and Technology  
(World Health Organization) WHO suggests that Wearing Face Mask can reduce the impact of COVID-19.  ...  This model will use the dataset to build a COVID-19 face mask detector with computer vision using Computer Vision. This approach allowed extracting even the details from the pixels  ...  INTRODUCTION As the world is fighting against the COVID-19 pandemic there is so much vital equipment to combat this pandemic and one of them is the FACIAL MASK [3] .  ... 
doi:10.33564/ijeast.2021.v05i12.015 fatcat:gxm6ltiwpnf4hmwbwkwhgl75ti

Rapid Face Mask Detection and Person Identification Model based on Deep Neural Networks [article]

Abdullah Ahmad Khan
2021 arXiv   pre-print
The things that prevent us from getting Covid is getting vaccinated and wearing a face mask.  ...  To compare our new model, we have used previous MobileNet_V2 model and face recognition module for effective comparison on the basis of time.  ...  The existing system uses face recognition library from python to recognize faces and identity of the person [12] .  ... 
arXiv:2112.09951v1 fatcat:wb2y7ixoazgancqkxnppde4vnq

Face Mask Detection Using Machine Learning

Kavita Saxena
2021 International Journal for Research in Applied Science and Engineering Technology  
Abstract: COVID-19 epidemic has affected our daily life disturbing the world trade and transport. Wearing a face mask has become a new necessity for safety.  ...  In the near future, many institutions will ask the customers to wear masks to avail of their services. Therefore, face mask detection has become a necessity to help society.  ...  To cure certain respiratory illness, including COVID-19, wearing a clinical mask is compulsory. The public should be aware of whether to put on the mask for source control or aversion of COVID-19.  ... 
doi:10.22214/ijraset.2021.39262 fatcat:fsz5xinzojalbjjvlfvqhyhraq

Video Analytics on Social Distancing and Detecting Mask -A detailed Analysis

S. Jayashri, M. Thoulath Kani, M.Vikram Pandi, B. Yazhisree, Dr. K. Lakshmi
2021 International Journal of Advanced Engineering Research and Science  
Through social separating, wearing the face mask and try not to be in the group can slow the spread of Covid-19 illness.  ...  During this pandemic circumstance of Covid-19, social removing has become a standard general wellbeing mediation around the globe.  ...  This task has pragmatic worth under the current setting of the COVID-19 pandemic.  ... 
doi:10.22161/ijaers.85.3 fatcat:esthutp43rac5bmmae5lhrntny

AUTOMATED ATTENDANCE SYSTEM WITH FACE RECOGNITION

Akash Singh, Shreya Bhatt, Abhishek Gupta
2021 International Journal of Engineering Applied Sciences and Technology  
The security systems on airport uses face recognition to identify suspects and the CBI (CentralBureau of Investigation) and FBI (Federal Bureau of Investigation) uses face recognition for criminal investigations  ...  Overall, we have created a program in python that take theimage from the database and make all the necessary conversions for recognition and then verifies the image inthe videos or in the real time by  ...   Reduces interaction or touching of devices during pandemic situations. The entire world is experiencing COVID-19 and it's about time that we should offer regard to social distancing.  ... 
doi:10.33564/ijeast.2021.v05i12.041 fatcat:oiwfvu2ihnd5hgyftlofxiqixy

Classroom System with Intelligent Epidemic Prevention of COVID-19

Hao-Yu Lu, Koun-Tem Sun
2020 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE)  
COVID-19 brings human catastrophe. Everyone worries about public sanitation.  ...  Taiwan's residents are wearing masks, cleaning their hands with alcohol-based sanitizers, and promoting the avoidance of crowded places.  ...  We built the system with the libraries of Dlib [22] , OpenCV [23] , Face recognition [24] , Firebase [25] , and Tkinter [26] . A.  ... 
doi:10.1109/ecice50847.2020.9301917 fatcat:ckbgzpknh5d45jdd5rzlu377ky

Surveillance system of mask detection with infrared temperature sensor on Jetson Nano Kit

Noor Faleh Abdul Hassan, Ali A. Abed, Turki Y. Abdalla
2022 Bulletin of Electrical Engineering and Informatics  
Coronavirus desease-19 (COVID-19) has made it mandatory for people to cover their faces in public areas since the right use of a mask is effective at protecting people from viral infection.  ...  A warning sound is produced when the temperature of a person's face exceeds the normal range for human beings during these tests, which result in a live video showing the right information on whether the  ...  [14] the idea of a facial recognition system that could be used to identify a person who was wearing a mask by detecting others who weren't wearing masks was put forward.  ... 
doi:10.11591/eei.v11i2.3369 fatcat:pfn7pi2ygngovcchbti64wejiq
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